iSSKJr SSKJrJr SSKJrJrJr SSK J r SSK J r J r JrJr SS\S\S \S \S \S \S \S\S\4Sjjrg)) simplefilter) DataFrameSeries)DictLikeIntList)hlc3)v_datetime_orderedv_listv_offsetv_seriesNhighlowclosevolumeanchorbandsoffsetkwargsreturnc \Sn[X5n[X5n[X(5n[X85nUb UbUbUcg[U5n[U5nU(a5[U[5(a [ U5S:aUR 5nOSn[XUS9n [U5(a[U 5(d [S5 gSU3n X-n [S[S9 U RU RRU55R5URURRU55R5- n U(a[ U5(aX9U - S --n U RU RRU55R5nURURRU55R5nX- S -nXlS U lU(a[%U R U 0URS 9nUH_nU UW-- UU S U3'U UU--UU SU3'U =UU S U3lUU SU3lS UU S U3lS UU SU3lMa U UlS UlUS:wa:U(a"WR&(dUR)U5nU R)U5n SU;a?U(a%WR&(dUR+USSS9 OU R+USSS9 U(aWR&(dU$U $)aVolume Weighted Average Price This indicator computes the Volume Weighted Average Price. Sources: * [tradingview](https://www.tradingview.com/wiki/Volume_Weighted_Average_Price_(VWAP)) * [Trading Technologies](https://www.tradingtechnologies.com/help/x-study/technical-indicator-definitions/volume-weighted-average-price-vwap/) * [Stockcharts](https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:vwap_intraday) * [Sierra Chart](https://www.sierrachart.com/index.php?page=doc/StudiesReference.php&ID=108&Name=Volume_Weighted_Average_Price_-_VWAP_-_with_Standard_Deviation_Lines) Parameters: high (Series): ```high``` Series low (Series): ```low``` Series close (Series): ```close``` Series volume (Series): ```volume``` Series anchor (str): VWAP Anchor. Default: ```"D"```. bands (list): List of positive ```IntFloat``` deviations. Default: ```[]``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (Series | pd.DataFrame): ```DataFrame``` when ```bands``` is set. Default: ```Series``` Note: * Commonly used with intraday charts to identify general direction. * Depending on the index values, it will implement various [Timeseries Offset Aliases](https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#timeseries-offset-aliases) Tip: * Negative bands are computed automatically. ND)rrrz+[!] VWAP requires an ordered DatetimeIndex.VWAP_ignore)actioncategoryg?overlap)index_L__U_rfillnaT)inplace)r r r isinstancestrlenupperr r printr UserWarninggroupbyr to_periodcumsumnamerremptyshiftr#)rrrrrrrr_length typical_price_propswpvwapvwap_var vwap_var_sumvwap_volume_sumstd_volume_weighteddfis P/var/www/html/trading/venv/lib/python3.13/site-packages/pandas_ta/volume/vwap.pyr5r5 sRG D "D 3 C U $E f &F |s{emv~ 5ME f F *VS))c&kQ.>d59M f % % } - - ;<VH F  B;7 ::bhh((0 1 8 8 : ..//7 8 ? ? A BD UT1a77 WX^^--f5 6vvx  WV\\++F3 4VVX +=#EIDM  4( <A$(1/B+B$BB&QC !$(1/B+B$BB&QC !FL LB&QC ! &vhc!,=)>)C-6B&QC ! *-6B&QC ! *   { &!Bzz&!6  IIfX&I 5 KKx($K 7 RXX K)NNN)warningsrpandasrrpandas_ta._typingrrrpandas_ta.overlapr pandas_ta.utilsr r r r r&r5r=r<rDs!$11"JJ '+n nn&,n6<n n#n n#+n nr=